Zanzibar has grown very popular with Israelis over the last few years. Arkia has direct flights that can be very cheap sometimes (they may not show up on search sites like Priceline so check Arkia's website.
You can also use lifemiles to get there. Flights are on Ethiopian airlines and cost 35k round trip economy or 70k Business class.
